{"id":"W4315648688","doi":"10.52403/ijrr.20230114","title":"The Use of Mediation as Alternative Tax Dispute Resolution","year":2023,"lang":"en","type":"article","venue":"International Journal of Research and Review","topic":"Marriage and Family Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mediation; Dispute resolution; Alternative dispute resolution; Dispute mechanism; Law and economics; Law; Political science; Lawyer supported mediation; Online dispute resolution; Business; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009426725,0.0003823697,0.0008260832,0.003056624,0.001049651,0.004046809,0.001816193,0.002365486,0.003430435],"category_scores_gemma":[0.01514698,0.0002819703,0.000903634,0.003303937,0.003919559,0.003770408,0.002045945,0.002124979,0.0004086671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002692831,"about_ca_system_score_gemma":0.005378728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002452003,"about_ca_topic_score_gemma":0.002048353,"domain_scores_codex":[0.9860952,0.01005285,0.0005931411,0.0007629262,0.002181248,0.0003146557],"domain_scores_gemma":[0.9835078,0.0124827,0.001788117,0.0007463065,0.001273937,0.0002012085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001525895,0.0002542748,0.001988821,0.01998535,0.0003780776,0.0006650368,0.004342532,0.0006733945,0.0009374959,0.3264051,0.006131845,0.6380855],"study_design_scores_gemma":[0.0001440745,0.0007460218,0.006217234,0.02179906,0.0004807711,0.004552186,0.004792349,0.001047644,0.002915314,0.1153885,0.8418142,0.0001027817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006487252,0.9411679,0.006957638,0.005996114,0.0005815697,0.0002811383,0.00003699336,0.00001637033,0.03847499],"genre_scores_gemma":[0.2193696,0.7589763,0.01300536,0.002100778,0.0007003411,0.0004660788,0.00004875752,0.00001235785,0.005320481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009426725,"threshold_uncertainty_score":0.04985392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1951375288615145,"score_gpt":0.4971286011875072,"score_spread":0.3019910723259927,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}